This is usually a challenge that any developer has to take care of when building an AI agent. In fact, managing the context is one of the hardest problems when working with AI agents and there are many companies like SuperMemory, Mem0 which have invested both resources and time to solve this problem. - Source: dev.to / 15 days ago

Memory. I use Supermemory for this. Before, Pipa loaded context files and knew to update them. A memory tool adds teammate-like recall: goals, preferences, latest business state, and small details that should carry across runs. Good memory tools also know how to supersede and delete memories, which matters once the agent has more autonomy. - Source: dev.to / about 2 months ago

We wire everything up with Vision Agents as the voice agent framework, Stream for WebRTC audio and video, OpenAI Realtime for speech in and speech out, Anam so the agent shows up as a face on the video, and Supermemory so answers come from search over your uploaded documents instead of guesswork. The code stays small and most of the behavior lives in one registered function that asks the memory store for relevant... - Source: dev.to / 3 months ago

My friends and I are working on https://supermemory.ai, an AI second brain to help you remember content from saved webpages and notes. - Source: Hacker News / almost 2 years ago

Alright, so now we have a database, PostgREST server library, and a query client. If we were using a Postgres database, you could simple go to Digital Ocean, deploy the server and frontend to droplets. Unfortunately, we can't use PostgREST directly here as MySQL and Postgresql syntaxes are not entirely compatible. Instead, we have to host our own API that will translate PostgREST syntax to MySQL queries. Luckily,... - Source: dev.to / over 1 year ago

Exactly what you describe but not free [1] 1. https://subzero.cloud/. - Source: Hacker News / over 2 years ago

If by backend you mean your db (and not your python/rails code) and you want django admin functionality but with react on the frontend, check out https://subzero.cloud (ts lib), I am building it. - Source: Hacker News / almost 3 years ago

I am building https://subzero.cloud If your data is in pg/mysql/sqlite/clickhouse this might work for you That is for js/ts stack. - Source: Hacker News / almost 3 years ago

While I target another market with https://subzero.cloud I think the lib can solve your billing problem with maybe 1% changes to your current code. You can DM me for details. Source: about 3 years ago